SEGNN

Reported on 4 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Graphs4 results

Graph Property PredictiononQM9
Standardized MAE· 2021-10-06
1.08
best: 0.52 (GotenNet (Large))
SOTA
Geometric and Physical Quantities Improve E(3) Equivariant Message Passing arXiv:2110.02905
Graph Property PredictiononQM9
alpha (ma)· 2021-10-06
60
best: 71 (EGNN)
Geometric and Physical Quantities Improve E(3) Equivariant Message Passing arXiv:2110.02905
Graph Property PredictiononQM9
gap (meV)· 2021-10-06
42
best: 48 (EGNN)
Geometric and Physical Quantities Improve E(3) Equivariant Message Passing arXiv:2110.02905
Graph Property PredictiononQM9
logMAE· 2021-10-06
-5.27
best: -6.41 (GotenNet (Large))
Geometric and Physical Quantities Improve E(3) Equivariant Message Passing arXiv:2110.02905